{"id":"https://openalex.org/W2571326480","doi":"https://doi.org/10.4018/ijiit.2017010101","title":"Influential Researcher Identification in Academic Network Using Rough Set Based Selection of Time-Weighted Academic and Social Network Features","display_name":"Influential Researcher Identification in Academic Network Using Rough Set Based Selection of Time-Weighted Academic and Social Network Features","publication_year":2017,"publication_date":"2017-01-01","ids":{"openalex":"https://openalex.org/W2571326480","doi":"https://doi.org/10.4018/ijiit.2017010101","mag":"2571326480"},"language":"en","primary_location":{"id":"doi:10.4018/ijiit.2017010101","is_oa":false,"landing_page_url":"https://doi.org/10.4018/ijiit.2017010101","pdf_url":null,"source":{"id":"https://openalex.org/S116626079","display_name":"International Journal of Intelligent Information Technologies","issn_l":"1548-3657","issn":["1548-3657","1548-3665"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Intelligent Information Technologies","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5040120350","display_name":"G. Manju","orcid":null},"institutions":[{"id":"https://openalex.org/I33585257","display_name":"Anna University, Chennai","ror":"https://ror.org/01qhf1r47","country_code":"IN","type":"education","lineage":["https://openalex.org/I33585257"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Manju G.","raw_affiliation_strings":["Anna University, Department of Computer Science, Tamil Nadu, India"],"affiliations":[{"raw_affiliation_string":"Anna University, Department of Computer Science, Tamil Nadu, India","institution_ids":["https://openalex.org/I33585257"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100775975","display_name":"V. Kavitha","orcid":null},"institutions":[{"id":"https://openalex.org/I33585257","display_name":"Anna University, Chennai","ror":"https://ror.org/01qhf1r47","country_code":"IN","type":"education","lineage":["https://openalex.org/I33585257"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Kavitha V.","raw_affiliation_strings":["Anna University, Department of Computer Science, Tamil Nadu, India"],"affiliations":[{"raw_affiliation_string":"Anna University, Department of Computer Science, Tamil Nadu, India","institution_ids":["https://openalex.org/I33585257"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074792129","display_name":"Geetha T.V.","orcid":null},"institutions":[{"id":"https://openalex.org/I33585257","display_name":"Anna University, Chennai","ror":"https://ror.org/01qhf1r47","country_code":"IN","type":"education","lineage":["https://openalex.org/I33585257"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Geetha T.V.","raw_affiliation_strings":["Anna University, Department of Computer Science, Tamil Nadu, India"],"affiliations":[{"raw_affiliation_string":"Anna University, Department of Computer Science, Tamil Nadu, India","institution_ids":["https://openalex.org/I33585257"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5040120350"],"corresponding_institution_ids":["https://openalex.org/I33585257"],"apc_list":null,"apc_paid":null,"fwci":0.3404,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.53644995,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":"13","issue":"1","first_page":"1","last_page":"25"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9955000281333923,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9955000281333923,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9950000047683716,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9921000003814697,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8036571145057678},{"id":"https://openalex.org/keywords/rough-set","display_name":"Rough set","score":0.571249783039093},{"id":"https://openalex.org/keywords/social-network","display_name":"Social network (sociolinguistics)","score":0.5371891260147095},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5314988493919373},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.4983382225036621},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.49671679735183716},{"id":"https://openalex.org/keywords/entropy","display_name":"Entropy (arrow of time)","score":0.4945394694805145},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.47354573011398315},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4720730781555176},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.4562356472015381},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4458598494529724},{"id":"https://openalex.org/keywords/social-network-analysis","display_name":"Social network analysis","score":0.4288838505744934},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.18733254075050354},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.17638811469078064}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8036571145057678},{"id":"https://openalex.org/C111012933","wikidata":"https://www.wikidata.org/wiki/Q3137210","display_name":"Rough set","level":2,"score":0.571249783039093},{"id":"https://openalex.org/C4727928","wikidata":"https://www.wikidata.org/wiki/Q17164759","display_name":"Social network (sociolinguistics)","level":3,"score":0.5371891260147095},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5314988493919373},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.4983382225036621},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.49671679735183716},{"id":"https://openalex.org/C106301342","wikidata":"https://www.wikidata.org/wiki/Q4117933","display_name":"Entropy (arrow of time)","level":2,"score":0.4945394694805145},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.47354573011398315},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4720730781555176},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.4562356472015381},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4458598494529724},{"id":"https://openalex.org/C114713312","wikidata":"https://www.wikidata.org/wiki/Q7551269","display_name":"Social network analysis","level":3,"score":0.4288838505744934},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.18733254075050354},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.17638811469078064},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.4018/ijiit.2017010101","is_oa":false,"landing_page_url":"https://doi.org/10.4018/ijiit.2017010101","pdf_url":null,"source":{"id":"https://openalex.org/S116626079","display_name":"International Journal of Intelligent Information Technologies","issn_l":"1548-3657","issn":["1548-3657","1548-3665"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Intelligent Information Technologies","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:igg:jiit00:v:13:y:2017:i:1:p:1-25","is_oa":false,"landing_page_url":"https://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/IJIIT.2017010101","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.47999998927116394,"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":50,"referenced_works":["https://openalex.org/W11244355","https://openalex.org/W95321676","https://openalex.org/W142875750","https://openalex.org/W146996140","https://openalex.org/W1504306258","https://openalex.org/W1509364365","https://openalex.org/W1515763824","https://openalex.org/W1539164042","https://openalex.org/W1546285949","https://openalex.org/W1557923305","https://openalex.org/W1606710192","https://openalex.org/W1922331527","https://openalex.org/W1947132904","https://openalex.org/W1969702312","https://openalex.org/W1978059262","https://openalex.org/W1980758763","https://openalex.org/W1981432861","https://openalex.org/W1982218215","https://openalex.org/W1986537524","https://openalex.org/W1990190154","https://openalex.org/W1992037052","https://openalex.org/W1994068555","https://openalex.org/W1999770577","https://openalex.org/W2000574324","https://openalex.org/W2002642763","https://openalex.org/W2017337590","https://openalex.org/W2025218903","https://openalex.org/W2027384846","https://openalex.org/W2033069678","https://openalex.org/W2057991616","https://openalex.org/W2096081073","https://openalex.org/W2101626488","https://openalex.org/W2101927907","https://openalex.org/W2109480754","https://openalex.org/W2121184547","https://openalex.org/W2122130843","https://openalex.org/W2123457740","https://openalex.org/W2128438887","https://openalex.org/W2130831177","https://openalex.org/W2146739527","https://openalex.org/W2146936057","https://openalex.org/W2156612354","https://openalex.org/W2163038880","https://openalex.org/W2164686581","https://openalex.org/W2169757306","https://openalex.org/W2171751075","https://openalex.org/W2196294819","https://openalex.org/W2199382120","https://openalex.org/W2282206630","https://openalex.org/W3102760324"],"related_works":["https://openalex.org/W2131323062","https://openalex.org/W4308273529","https://openalex.org/W2952662149","https://openalex.org/W2793616590","https://openalex.org/W2183090405","https://openalex.org/W2075666982","https://openalex.org/W2065835655","https://openalex.org/W3160699245","https://openalex.org/W2782955270","https://openalex.org/W2349928170"],"abstract_inverted_index":{"Researchers":[0],"entering":[1],"into":[2],"a":[3,41,73],"new":[4],"research":[5,13],"area":[6,23],"are":[7,89,125],"interested":[8],"in":[9,21,24,50,147],"knowing":[10],"the":[11,37,48,52,59,117,137,148],"current":[12],"trends,":[14],"popular":[15],"publications":[16],"and":[17,54,67,86,110,127],"influential":[18,38],"(popular)":[19],"researchers":[20,49],"that":[22],"order":[25],"to":[26,35,72],"initiate":[27],"their":[28],"research.":[29],"In":[30,80],"this":[31],"work,":[32],"we":[33],"attempt":[34],"determine":[36],"researcher":[39,74,109],"for":[40],"specific":[42],"topic.":[43],"The":[44,65,121],"active":[45],"participation":[46],"of":[47,69,97],"both":[51],"academic":[53,87,139],"social":[55,70,85,111],"network":[56],"activities":[57],"signifies":[58],"researchers'":[60,122],"influence":[61],"level":[62],"across":[63],"time.":[64],"content":[66],"frequency":[68],"interaction":[71],"reflects":[75],"his":[76],"or":[77],"her":[78],"influence.":[79],"our":[81],"system,":[82],"appropriate":[83,118],"time-based":[84],"features":[88],"selected":[90],"using":[91,129],"entropy":[92],"based":[93,115],"feature":[94],"selection":[95],"approach":[96],"rough":[98],"set":[99],"theory.":[100],"A":[101],"three":[102],"layer":[103],"model":[104],"comprising":[105],"semantically":[106],"related":[107],"concepts,":[108],"relations":[112],"is":[113],"developed":[114],"on":[116],"(influential)":[119],"features.":[120],"topic":[123],"trajectories":[124],"identified":[126],"recommended":[128],"Spreading":[130],"activation":[131,150],"algorithm.":[132,151],"To":[133],"cope":[134],"up":[135],"with":[136],"scalable":[138],"network,":[140],"map":[141],"reduce":[142],"paradigm":[143],"has":[144],"been":[145],"employed":[146],"spreading":[149]},"counts_by_year":[{"year":2021,"cited_by_count":2},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
